Together AI launches Together Compiler for continual inference compilation, 252x more experiments

simran_s_arora · x · 2026-11-05

Together AI officially unveils Together Compiler, its take on scaling inference in a "polymorphic" world: on OpenRouter, 80% of traffic goes to models released in the last three months, and the top ten open models each use a different architecture. The system leverages agents to continually re-optimize deployments as models, traffic, and hardware change. Highlights include TKCC enabling 252x more optimization experiments per hour; it's already deployed across Together's entire inference fleet.

Related event: Together AI Launches Together Compiler (TKCC), Agent-Driven Continuous Inference Optimization(27 posts)→

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